Sandbox Execution Pattern

OpenClaw tutorial for Cosmo’s Mac mini setup: WhatsApp control, Tailscale recovery, tmux sessions, operator boundaries, and what breaks.

A deep, command-level teardown of claudeagentsdk (#005): an open-source agent workspace built around the Anthropic Agent SDK, with a FastAPI backend, a Vite/React frontend, and an optional Vercel Sandbox runner for async, reproducible runs.

A command-level teardown of the Starkslab inbox-to-execution loop: intake, triage, routing, artifact discipline, incidents, handoffs, metrics, and checklist controls.

A command-level, evidence-first teardown of where OpenClaw fits in an ai developer tools stack: architecture, workflows, incidents, throughput, and adoption boundaries.

I built MAF — a minimal AI agent framework in Python with one core loop, typed tool schemas, and JSONL traces. Here's how to build an AI agent from scratch, what broke against real APIs, and why minimal beats monolithic.

I built an X post scheduler from scratch — Express, Postgres, cron — and had an AI coding agent write most of it. Here's the architecture, the deployment, and why simple AI agent automation beats over-engineering.